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Deep Attention

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Showing 1–50 of 109 papers

TitleStatusHype
Bayes optimal learning of attention-indexed modelsCode0
Multi-modal Collaborative Optimization and Expansion Network for Event-assisted Single-eye Expression RecognitionCode0
An Ensemble Framework for Probabilistic Short-Term Load Forecasting Based on BiTCN and Deep Attention NetworksCode0
Fundamental limits of learning in sequence multi-index models and deep attention networks: High-dimensional asymptotics and sharp thresholdsCode0
SGFormer: Single-Layer Graph Transformers with Approximation-Free Linear ComplexityCode3
AllWeatherNet:Unified Image Enhancement for Autonomous Driving under Adverse Weather and Lowlight-conditionsCode2
Geometry of Lightning Self-Attention: Identifiability and DimensionCode0
NeuroPapyri: A Deep Attention Embedding Network for Handwritten Papyri Retrieval—0
Deep Attention Driven Reinforcement Learning (DAD-RL) for Autonomous Decision-Making in Dynamic EnvironmentCode0
Uncertainty-Aware Deep Attention Recurrent Neural Network for Heterogeneous Time Series Imputation—0
Learning with Geometry: Including Riemannian Geometric Features in Coefficient of Pressure Prediction on Aircraft Wings—0
Restoring Snow-Degraded Single Images With Wavelet in Vision TransformerCode0
Deep Attention Q-Network for Personalized Treatment RecommendationCode0
The Shaped Transformer: Attention Models in the Infinite Depth-and-Width Limit—0
Between-Sample Relationship in Learning Tabular Data Using Graph and Attention Networks—0
Towards Deep Attention in Graph Neural Networks: Problems and RemediesCode1
Sparsity and Coefficient Permutation Based Two-Domain AMP for Image Block Compressed Sensing—0
Speaker Diaphragm Excursion Prediction: deep attention and online adaptation—0
Deep Attention Unet: A Network Model with Global Feature Perception Ability—0
Deep Attention Network for Enhanced Hand Gesture Recognition System—0
Relate auditory speech to EEG by shallow-deep attention-based network—0
LocalEyenet: Deep Attention framework for Localization of Eyes—0
Deep Attention Recognition for Attack Identification in 5G UAV scenarios: Novel Architecture and End-to-End Evaluation—0
Deep Attention-Based Alignment Network for Melody Generation from Incomplete Lyrics—0
ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans—0
Revisiting Attention Weights as Explanations from an Information Theoretic Perspective—0
AttTrack: Online Deep Attention Transfer for Multi-object Tracking—0
AIA: Attention in Attention Within Collaborate DomainsCode0
Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation—0
A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations—0
Visual Attention Methods in Deep Learning: An In-Depth SurveyCode0
WebFormer: The Web-page Transformer for Structure Information Extraction—0
Deep Attention-Based Supernovae Classification of Multi-Band Light-Curves—0
Open-CyKG: An Open Cyber Threat Intelligence Knowledge GraphCode1
Deep Attention-guided Graph Clustering with Dual Self-supervisionCode1
Deep Attention Diffusion Graph Neural Networks for Text Classification—0
Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide ImagesCode1
Hybrid Data Augmentation and Deep Attention-based Dilated Convolutional-Recurrent Neural Networks for Speech Emotion Recognition—0
Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study—0
HIT - A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language RepresentationCode0
Thermal Image Super-Resolution Using Second-Order Channel Attention with Varying Receptive FieldsCode0
Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition—0
Grid Partitioned Attention: Efficient TransformerApproximation with Inductive Bias for High Resolution Detail GenerationCode0
Transformers are Deep Infinite-Dimensional Non-Mercer Binary Kernel Machines—0
HIT: A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language RepresentationCode0
Lung Cancer Diagnosis Using Deep Attention Based on Multiple Instance Learning and Radiomics—0
Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions—0
Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural NetworksCode1
Hard-Attention for Scalable Image ClassificationCode1
End-to-end Prostate Cancer Detection in bpMRI via 3D CNNs: Effects of Attention Mechanisms, Clinical Priori and Decoupled False Positive ReductionCode1
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